# Overview

## Getting started recipes

Sample applications and real-world data examples to help you explore Pinot.

{% content-ref url="getting-started/streamlit" %}
[streamlit](https://docs.pinot.apache.org/tutorials/getting-started/streamlit)
{% endcontent-ref %}

{% content-ref url="getting-started/dash" %}
[dash](https://docs.pinot.apache.org/tutorials/getting-started/dash)
{% endcontent-ref %}

{% content-ref url="getting-started/redash" %}
[redash](https://docs.pinot.apache.org/tutorials/getting-started/redash)
{% endcontent-ref %}

{% content-ref url="getting-started/github-events-stream" %}
[github-events-stream](https://docs.pinot.apache.org/tutorials/getting-started/github-events-stream)
{% endcontent-ref %}

## Data ingestion

Step-by-step guides for ingesting data into Pinot.

{% content-ref url="data-ingestion/batch-data-ingestion-in-practice" %}
[batch-data-ingestion-in-practice](https://docs.pinot.apache.org/tutorials/data-ingestion/batch-data-ingestion-in-practice)
{% endcontent-ref %}

{% content-ref url="data-ingestion/create-pinot-segments" %}
[create-pinot-segments](https://docs.pinot.apache.org/tutorials/data-ingestion/create-pinot-segments)
{% endcontent-ref %}

{% content-ref url="data-ingestion/ingest-parquet-files-from-s3-using-spark" %}
[ingest-parquet-files-from-s3-using-spark](https://docs.pinot.apache.org/tutorials/data-ingestion/ingest-parquet-files-from-s3-using-spark)
{% endcontent-ref %}

{% content-ref url="data-ingestion/schema-evolution" %}
[schema-evolution](https://docs.pinot.apache.org/tutorials/data-ingestion/schema-evolution)
{% endcontent-ref %}

## Deep storage

Configure external storage backends for Pinot segments.

{% content-ref url="deep-storage/use-s3-as-deep-store-for-pinot" %}
[use-s3-as-deep-store-for-pinot](https://docs.pinot.apache.org/tutorials/deep-storage/use-s3-as-deep-store-for-pinot)
{% endcontent-ref %}

{% content-ref url="deep-storage/use-s3-and-pinot-in-docker" %}
[use-s3-and-pinot-in-docker](https://docs.pinot.apache.org/tutorials/deep-storage/use-s3-and-pinot-in-docker)
{% endcontent-ref %}

{% content-ref url="deep-storage/use-oss-as-deep-storage-for-pinot" %}
[use-oss-as-deep-storage-for-pinot](https://docs.pinot.apache.org/tutorials/deep-storage/use-oss-as-deep-storage-for-pinot)
{% endcontent-ref %}

## Operations

Guides for securing, monitoring, tuning, and deploying Pinot in production.

{% content-ref url="../operate-pinot/production-guides/running-pinot-in-production" %}
[running-pinot-in-production](https://docs.pinot.apache.org/operate-pinot/production-guides/running-pinot-in-production)
{% endcontent-ref %}

{% content-ref url="<https://github.com/pinot-contrib/pinot-docs/blob/latest/operate-pinot/kubernetes/README.md>" %}
<https://github.com/pinot-contrib/pinot-docs/blob/latest/operate-pinot/kubernetes/README.md>
{% endcontent-ref %}

{% content-ref url="../operate-pinot/security/authentication" %}
[authentication](https://docs.pinot.apache.org/operate-pinot/security/authentication)
{% endcontent-ref %}

{% content-ref url="../operate-pinot/security/configuring-tls-ssl" %}
[configuring-tls-ssl](https://docs.pinot.apache.org/operate-pinot/security/configuring-tls-ssl)
{% endcontent-ref %}

{% content-ref url="../operate-pinot/monitoring/monitor-pinot-using-prometheus-and-grafana" %}
[monitor-pinot-using-prometheus-and-grafana](https://docs.pinot.apache.org/operate-pinot/monitoring/monitor-pinot-using-prometheus-and-grafana)
{% endcontent-ref %}


---

# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://docs.pinot.apache.org/tutorials/tutorials.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.